Resources and news
What the field teaches us about AI and jobs.
AI is already part of your teams' daily work, often before anyone decided on it. These articles and lessons from the field help you understand what it really changes, and how to support each person through that change.
The impact of AI on skills in 2026
AI does not replace jobs: it changes tasks. What this reshapes in your jobs, and the skills that are gaining value.
Skillberg teamWhite paper: managing by skills
Our guide to moving from managing by positions to managing by skills, and opening internal mobility pathways.
Skillberg ConsultingCase study: how a major retailer is transforming
Lessons from the field: anticipating the automation of a major retailer's logistics jobs.
Martin Vielvoye
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